Document Details
Manage Runtime Environment
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This page contains Windows bias
About This Page
This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.
Bias Analysis
Bias Types:
⚠️
powershell_heavy
⚠️
windows_tools
⚠️
windows_first
⚠️
missing_linux_example
Summary:
The documentation page demonstrates a strong bias towards Windows and PowerShell environments. Most examples, screenshots, and REST API payloads focus on PowerShell runbooks and the Az PowerShell module. Windows/PowerShell-specific tooling and patterns (such as PowerShell Gallery, .zip modules, and Get-Module cmdlet) are described in detail, while Linux/Python equivalents are only briefly mentioned or omitted. There is minimal guidance for Python or Linux-based automation, and Linux-specific package management is only referenced in passing.
Recommendations:
- Provide parallel, detailed examples for Python runbooks, including REST API payloads and portal workflows.
- Include Linux-specific instructions and screenshots, such as uploading .whl files, using pip, or viewing installed Python packages.
- Mention and demonstrate the use of Azure CLI and Python modules with the same depth as PowerShell/Az modules.
- Reorder sections or examples to present PowerShell and Python/Linux options equally, rather than PowerShell/Windows first.
- Clarify when instructions or features are specific to Windows/PowerShell versus cross-platform or Linux/Python.
- Add troubleshooting and best practices sections for Python/Linux automation scenarios.
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Scan History
| Date | Scan ID | Status | Bias Status |
|---|---|---|---|
| 2025-09-12 00:00 | #109 | completed | ✅ Clean |
| 2025-08-12 00:00 | #78 | in_progress | ❌ Biased |
| 2025-08-11 00:00 | #77 | completed | ❌ Biased |
| 2025-08-10 00:00 | #76 | completed | ❌ Biased |
| 2025-08-09 00:00 | #75 | completed | ❌ Biased |
| 2025-08-08 00:00 | #74 | completed | ❌ Biased |
| 2025-08-07 00:00 | #73 | completed | ❌ Biased |
| 2025-08-06 00:00 | #72 | completed | ❌ Biased |
| 2025-08-05 00:00 | #71 | completed | ❌ Biased |
| 2025-08-04 00:00 | #70 | in_progress | ❌ Biased |
| 2025-08-03 00:00 | #69 | completed | ❌ Biased |
| 2025-08-02 00:00 | #68 | in_progress | ❌ Biased |
| 2025-08-01 00:00 | #67 | completed | ❌ Biased |
| 2025-07-31 00:00 | #66 | completed | ✅ Clean |
| 2025-07-30 00:00 | #65 | completed | ✅ Clean |
| 2025-07-29 00:01 | #64 | completed | ✅ Clean |
| 2025-07-28 00:00 | #63 | completed | ✅ Clean |
| 2025-07-27 00:00 | #62 | completed | ✅ Clean |
| 2025-07-26 00:01 | #61 | completed | ✅ Clean |
| 2025-07-25 00:00 | #60 | completed | ✅ Clean |
| 2025-07-24 00:00 | #59 | completed | ✅ Clean |
| 2025-07-23 00:00 | #58 | completed | ✅ Clean |
| 2025-07-13 21:37 | #48 | completed | ✅ Clean |
| 2025-07-09 13:09 | #3 | cancelled | ✅ Clean |
| 2025-07-08 04:23 | #2 | cancelled | ❌ Biased |